Does Your AI Have a Personality Problem?

As companies embed AI more deeply into work, performance depends not only on what systems can do but how they behave. Research shows that AI personas—supportive or hostile—shape employee stress, resistance, and work quality, often in ways traditional surveys miss. Managers should treat AI interaction style as a governable design choice, measure friction alongside adoption, and view employee workarounds as signals of flawed system behavior, not misconduct.